Paper Citation Record · LEDGER

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification?

As of 7 August 2026, this Paper Citation Record lists 100 of 165 outbound references and 2 inbound Pith citation observations for arXiv:2506.10912.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.10912 v4

Coverage vector

measured 100 of 165 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:17:59.719210Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-25T07:39:56.427664Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-25T07:40:28.566979Z

Reference resolution

100 of 165 outbound references displayed

verified exact6
verified fuzzy0
unresolved92
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5a3e49ba-c54d-40c8-927a-f827ff321620 · outbound

This paper cites Yi: Open Foundation Models by 01.AI.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Yi: Open Foundation Models by 01.AI

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:52.837114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcca8ca5-7788-45c0-898b-54f0a74e34a3 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:52.906229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02987eec-24d4-47f7-bd7b-2bb193aefd2a · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:52.983546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13c5948d-b86a-4a11-8305-65762ad91459 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:53.123194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1314f214-e1c2-4c96-bc92-8a869da5637e · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:53.231321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d197e75-25fe-4427-95b4-b3caaae22fdb · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:53.312418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd9c7cb3-568f-4048-be7e-17524053c7b5 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:53.349380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0984a1ec-69d3-4e70-9183-8f959122ae22 · outbound

This paper cites Baker, Ian A.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Baker, Ian A

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:53.427736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89218699-3b00-4593-9b27-629186000f5e · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:53.509807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f06163c-6a1c-48ce-af57-c4aa46011bbc · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:53.711778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b70c43b-27f1-4163-8af7-1616b7f9295f · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:53.798535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd703d6e-3bec-4583-9014-7a79ec11f3e2 · outbound

This paper cites Qwen3-VL Technical Report.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Qwen3-VL Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:53.872394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99725149-bf00-437f-943d-bbb5199a66df · outbound

This paper cites Qwen2.5-VL Technical Report.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Qwen2.5-VL Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:53.982472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 115c91dd-8c16-4f63-94bf-59f0c690b72c · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:54.067896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 642c06bc-2e4b-4e7f-8450-eddc01ddcd34 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:54.295597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c874694-24d4-4d80-ad6c-71bf2f026108 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:54.416884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 486e26ab-f9c9-4852-9c8b-3df3b70ca5da · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:54.573653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae5ee4f9-29bc-49c8-8e24-14bfa66295e6 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:54.727717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa84642a-0727-4464-858d-b7b1e404f8fa · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:54.889340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8533eb39-f6ed-4448-acf0-4bc70574c2f9 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:55.040943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fefc477f-8a81-4a99-9cc5-2c27df7593c2 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:55.161718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57fc29e9-937b-49c5-b918-8f057b8fde42 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:55.269597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71d49a30-1162-46b2-b682-b830af195ace · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:55.370354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ef3f52f-54de-445b-baf3-4991698c08e6 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:55.480440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed233c3d-4125-491b-bda3-91bbbb600475 · outbound

This paper cites InternLM2 Technical Report.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? InternLM2 Technical Report

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:55.641386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ac1a610-e732-4478-b3f2-7f272d470ba9 · outbound

This paper cites IMG2SMI: Translating Molecular Structure Images to Simplified Molecular-input Line-entry System.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? IMG2SMI: Translating Molecular Structure Images to Simplified Molecular-input Line-entry System

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:18:00.782106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 57d45eb7-43bd-4fcc-9528-a8c5c6ce026f · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:55.946416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d236a1a0-5a13-4fbb-b58e-707b8e8377d2 · outbound

This paper cites Tx-LLM: A Large Language Model for Therapeutics.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Tx-LLM: A Large Language Model for Therapeutics

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:56.065196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 222fe73f-1b6e-435f-be34-f11b2bef2a18 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:56.139936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1545a65d-6ad9-4898-a916-26385e1ab42c · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:56.244578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ea84f24-3315-4d54-8f2a-37ad44a85601 · outbound

This paper cites MiMo-V2-Flash Technical Report.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? MiMo-V2-Flash Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:56.333103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d5fb268-67b7-45d4-8962-1755328611e2 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:56.415426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd90bd9a-41ce-4b98-91dc-007370cc89a4 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:56.502741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98b9ac75-0d15-4b6f-a8d9-fa5058a02c0b · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:56.540155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2334cd85-90bc-4825-a034-bd98f1aebdc7 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 35

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T04:18:00.747519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2b91e19a-cbef-4e51-9809-f1be9db4cc8d · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:56.662295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7a15cfb-df28-403e-972c-2cdc88191452 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:56.817659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1ecbffb-8b1e-4307-b869-c45d94e6de54 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:56.869316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 429356e4-9535-449a-9408-a1f53eae7da6 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:56.943809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67314b80-3b8d-4137-8243-9baab591b939 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:57.031722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4969f12a-0f3e-4c63-9538-9deb8ed007e5 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:57.092207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cdb6ff6-1202-4aa7-9ca8-54a9320d51fd · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 42

Resolution: malformed identifier; doi_truncated, observed 2026-08-07T04:18:00.045483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e2113a5c-8ac3-4367-a048-65cd2cbcaabd · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:57.256149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dee3822c-c329-4cc3-b20e-3601bc06be2f · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:57.305151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dde3cf0-76a2-47ff-a8b9-15adfeec5c79 · outbound

This paper cites Goh, Charles Siegel, Abhinav Vishnu, and Nathan O.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Goh, Charles Siegel, Abhinav Vishnu, and Nathan O

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:57.340625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2aa21b7-1fce-4633-8213-8a5a10144c75 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:57.374296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4672dd7d-3189-40d5-a8e3-c57d31ea7198 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:57.432352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f78718-0078-4651-8523-46042b01900e · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:57.510411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 198af807-2d9b-4d0f-9df3-810b0997b9f7 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:57.582392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3654494-ed02-4745-968a-0a9d0153c134 · outbound

This paper cites Seed1.5-VL Technical Report.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Seed1.5-VL Technical Report

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:57.636188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa6fb4fa-8df4-40f5-afa1-2b5b9cc5e267 · outbound

This paper cites Chawla, Olaf Wiest, and Xiangliang Zhang.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Chawla, Olaf Wiest, and Xiangliang Zhang

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:57.721041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31170186-1e2f-477a-9288-9c05445cfe7f · outbound

This paper cites MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:18:00.595676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 925f913c-5707-4096-af69-934ed12a777d · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:57.904156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9677f346-6bdd-4857-9adc-cf52c03c735c · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:58.038326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43174dd9-93ad-4530-a909-3dcf2c315f29 · outbound

This paper cites Smith, and Jiebo Luo.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Smith, and Jiebo Luo

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:58.126370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae240e46-7fe3-4af1-9b17-a29c2c5a6ed8 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 56

Resolution: verified exact; doi, observed 2026-08-07T04:18:00.029170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 250ecf9c-c5d7-4f5f-8443-8185e68fae81 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:58.237693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a9515e1-ea12-4d33-826a-d6d158177c2c · outbound

This paper cites Roohani, Jure Leskovec, Connor W.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Roohani, Jure Leskovec, Connor W

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:58.302744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dfb1177-99ca-4b2d-abc0-61aa0fc898d5 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:58.368620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7f8d713-871d-4c7b-bd51-883ae15db215 · outbound

This paper cites ChemEval: A Comprehensive Multi-Level Chemical Evaluation for Large Language Models.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? ChemEval: A Comprehensive Multi-Level Chemical Evaluation for Large Language Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:58.432637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adb1c5be-38b1-4bb3-b2c3-1e99266633a5 · outbound

This paper cites Structural Reasoning Improves Molecular Understanding of LLM.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Structural Reasoning Improves Molecular Understanding of LLM

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:58.519585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce77b74e-707f-4557-a501-413acc26d221 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:58.595450Z

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Observation 81df3cdd-c32c-4500-84cb-7424199fbcac · outbound

This paper cites Ives, Yoseph Barash, Cesar de la Fuente-Nunez, Jacob R.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Ives, Yoseph Barash, Cesar de la Fuente-Nunez, Jacob R

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:58.709317Z

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Observation 2a4a1c98-a4fd-4adf-8049-5f78c5b5d6d6 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:58.915699Z

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Observation 4feddcd7-aa2d-427c-bca7-0acec4e4da00 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.005582Z

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Observation 444e4c84-28c9-449b-a214-f58b1fc2b095 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.126564Z

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Observation 8d78c935-f0ae-4a55-b664-2386d41c539c · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.290282Z

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Observation 8a1e7de7-0583-47a4-b012-c1fa3c7da80b · outbound

This paper cites $\texttt{MiniMol}$: A Parameter-Efficient Foundation Model for Molecular Learning.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? $\texttt{MiniMol}$: A Parameter-Efficient Foundation Model for Molecular Learning

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.537695Z

Source-reported events for the cited work

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Observation cadba29d-7744-492f-8058-58b5e5d43f20 · outbound

This paper cites A Dataset for Distilling Knowledge Priors from Literature for Therapeutic Design.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? A Dataset for Distilling Knowledge Priors from Literature for Therapeutic Design

Reference 69

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:18:00.507542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 224dabe1-206d-4acc-9b8f-7ce354e204c5 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.619703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d0432b3-6780-4666-807c-09d7ed1eec23 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.623137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c5c1b87-c894-4f08-bef3-6f6646af00e2 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.626222Z

Source-reported events for the cited work

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Observation 61ba52f8-95d6-471d-be9c-837dcbc708d8 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.628851Z

Source-reported events for the cited work

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Observation b958c7c4-579b-4d6d-9ca4-83ed72a46ed1 · outbound

This paper cites Kimi-VL Technical Report.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Kimi-VL Technical Report

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.417014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fcf52b0-d627-4348-bebd-306e19538e00 · outbound

This paper cites Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.635636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd1aa6e8-c586-4d51-8bf2-84f5a00842ed · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.613511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 058c45cb-2ef0-4b55-8168-5586415dfc85 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? LLaVA-OneVision: Easy Visual Task Transfer

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.641953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 263b2cff-1f85-4fe8-bfa8-7bd4f689f888 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.644421Z

Source-reported events for the cited work

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Observation f6f6215e-6a8e-44ac-ada9-a2189c44ac7c · outbound

This paper cites How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension

Reference 79

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:18:00.405962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cec925a2-98c1-4613-adfc-1622f29b6534 · outbound

This paper cites Speak-to-Structure: Evaluating LLMs in Open-domain Natural Language-Driven Molecule Generation.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Speak-to-Structure: Evaluating LLMs in Open-domain Natural Language-Driven Molecule Generation

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.649907Z

Source-reported events for the cited work

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Observation 70e979a7-e3bb-44f8-962d-91109ecc696f · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.632459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bb47783-1d47-48eb-8c83-a9c2ac581fcd · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.655432Z

Source-reported events for the cited work

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Observation 63b32f22-3e41-4893-afd2-2bde522cd14f · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.638632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e642142-22ba-44e3-9156-bbb065fe14e6 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.662093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fec75c8c-ae0c-4eab-bd79-f98bf4ee4beb · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.665666Z

Source-reported events for the cited work

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Observation 96c38602-ec60-4a33-98e5-07c69a4bc099 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.671714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bff3c6cb-394f-46fa-af9e-5bccc602a5e4 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.675100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 580a54f7-56ba-470a-9068-7e9c0c87effe · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.652864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6c1c945-7804-4a3a-abcf-16ce18d90eec · outbound

This paper cites Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.681471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 712aa5eb-21dc-4676-b0f0-b8cb4c36d548 · outbound

This paper cites Towards 3D Molecule-Text Interpretation in Language Models.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Towards 3D Molecule-Text Interpretation in Language Models

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.658416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68044b0c-3a87-4ab2-905f-313f01856fc1 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.688519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce6c13a3-4d92-46d4-bfd1-911a6aa01e1b · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.691985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ac76c8-9054-483e-948e-53539b28bcae · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.697471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73de3352-f4af-42b6-be5d-b55ee3c41734 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.700138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a668a010-6ca6-4cb0-8b21-bb1d0da4b201 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.702799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69531117-2dbb-467d-b69a-c0ae06500afd · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.678091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb61b00d-a0bd-4023-b7a6-129a82acc591 · outbound

This paper cites MolE: a molecular foundation model for drug discovery.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? MolE: a molecular foundation model for drug discovery

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.709277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 821f8b15-3a03-4cf8-8a1d-252745a23d77 · outbound

This paper cites Exploiting Edited Large Language Models as General Scientific Optimizers.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Exploiting Edited Large Language Models as General Scientific Optimizers

Reference 98

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:18:00.362294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bdc5e14f-a7ce-4c3f-8b5e-96ba80e1c346 · outbound

This paper cites an unresolved cited work.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Unresolved cited work

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.716436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b29ca10d-f0e6-4fc3-b7af-aba29bcf7194 · outbound

This paper cites ADMET property prediction through combinations of molecular fingerprints.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? ADMET property prediction through combinations of molecular fingerprints

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.719210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3c364180-2cef-4248-a223-52afe3140b0b · inbound

ToxiEval-ZKP: A Structure-Private Verification Framework for Molecular Toxicity Repair Tasks cites this paper.

ToxiEval-ZKP: A Structure-Private Verification Framework for Molecular Toxicity Repair Tasks Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification?

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-04T01:08:11.850577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fc94e663-2f48-47d0-812b-dc8aa209bb81 · inbound

MolDeTox: Evaluating Language Model's Stepwise Fragment Editing for Molecular Detoxification cites this paper.

MolDeTox: Evaluating Language Model's Stepwise Fragment Editing for Molecular Detoxification Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification?

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-04T01:08:11.850577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.